Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 122 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 41.8 KiB |
| Average record size in memory | 351.2 B |
Variable types
| NUM | 15 |
|---|---|
| CAT | 4 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-08-17 01:45:29.828280 |
|---|---|
| Analysis finished | 2020-08-17 01:45:51.826574 |
| Duration | 22 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
1인가구구성원수 is highly correlated with 주민등록인구 and 1 other fields | High correlation |
주민등록인구 is highly correlated with 1인가구구성원수 and 1 other fields | High correlation |
다인가구구성원수 is highly correlated with 주민등록인구 and 1 other fields | High correlation |
총인구수 is highly correlated with 자동차등록대수 and 2 other fields | High correlation |
자동차등록대수 is highly correlated with 총인구수 | High correlation |
경제활동인구 is highly correlated with 총인구수 and 1 other fields | High correlation |
20~64세(여) is highly correlated with 경제활동인구 and 1 other fields | High correlation |
지점명 has unique values | Unique |
3km내 경쟁 has 35 (28.7%) zeros | Zeros |
3km내 모든 has 32 (26.2%) zeros | Zeros |
카페(1년) has 2 (1.6%) zeros | Zeros |
블로그(1년) has 4 (3.3%) zeros | Zeros |
1km내 전통시장수 has 76 (62.3%) zeros | Zeros |
백화점 has 57 (46.7%) zeros | Zeros |
시
Categorical
| Distinct count | 16 |
|---|---|
| Unique (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 경기도 | |
|---|---|
| 서울특별시 | |
| 인천광역시 | |
| 경상남도 | |
| 부산광역시 | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| 경기도 | 33 | 27.0% | |
| 서울특별시 | 15 | 12.3% | |
| 인천광역시 | 11 | 9.0% | |
| 경상남도 | 11 | 9.0% | |
| 부산광역시 | 10 | 8.2% | |
| 충청남도 | 7 | 5.7% | |
| 전라북도 | 6 | 4.9% | |
| 전라남도 | 5 | 4.1% | |
| 충청북도 | 5 | 4.1% | |
| 대전광역시 | 4 | 3.3% | |
| 광주광역시 | 4 | 3.3% | |
| 대구광역시 | 3 | 2.5% | |
| 강원도 | 3 | 2.5% | |
| 울산광역시 | 2 | 1.6% | |
| 경상북도 | 2 | 1.6% | |
| 제주특별자치도 | 1 | 0.8% |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.131147541 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 도 | 73 | 14.5% | |
| 시 | 49 | 9.7% | |
| 경 | 46 | 9.1% | |
| 광 | 38 | 7.5% | |
| 역 | 34 | 6.7% | |
| 기 | 33 | 6.5% | |
| 남 | 23 | 4.6% | |
| 울 | 17 | 3.4% | |
| 특 | 16 | 3.2% | |
| 별 | 16 | 3.2% | |
| 서 | 15 | 3.0% | |
| 전 | 15 | 3.0% | |
| 북 | 13 | 2.6% | |
| 상 | 13 | 2.6% | |
| 충 | 12 | 2.4% | |
| 청 | 12 | 2.4% | |
| 산 | 12 | 2.4% | |
| 인 | 11 | 2.2% | |
| 천 | 11 | 2.2% | |
| 라 | 11 | 2.2% | |
| 부 | 10 | 2.0% | |
| 대 | 7 | 1.4% | |
| 주 | 5 | 1.0% | |
| 강 | 3 | 0.6% | |
| 원 | 3 | 0.6% | |
| Other values (4) | 6 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Other Letter | 504 | 100.0% |
Most frequent Other Letter characters
| Value | Count | Frequency (%) | |
| 도 | 73 | 14.5% | |
| 시 | 49 | 9.7% | |
| 경 | 46 | 9.1% | |
| 광 | 38 | 7.5% | |
| 역 | 34 | 6.7% | |
| 기 | 33 | 6.5% | |
| 남 | 23 | 4.6% | |
| 울 | 17 | 3.4% | |
| 특 | 16 | 3.2% | |
| 별 | 16 | 3.2% | |
| 서 | 15 | 3.0% | |
| 전 | 15 | 3.0% | |
| 북 | 13 | 2.6% | |
| 상 | 13 | 2.6% | |
| 충 | 12 | 2.4% | |
| 청 | 12 | 2.4% | |
| 산 | 12 | 2.4% | |
| 인 | 11 | 2.2% | |
| 천 | 11 | 2.2% | |
| 라 | 11 | 2.2% | |
| 부 | 10 | 2.0% | |
| 대 | 7 | 1.4% | |
| 주 | 5 | 1.0% | |
| 강 | 3 | 0.6% | |
| 원 | 3 | 0.6% | |
| Other values (4) | 6 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Hangul | 504 | 100.0% |
Most frequent Hangul characters
| Value | Count | Frequency (%) | |
| 도 | 73 | 14.5% | |
| 시 | 49 | 9.7% | |
| 경 | 46 | 9.1% | |
| 광 | 38 | 7.5% | |
| 역 | 34 | 6.7% | |
| 기 | 33 | 6.5% | |
| 남 | 23 | 4.6% | |
| 울 | 17 | 3.4% | |
| 특 | 16 | 3.2% | |
| 별 | 16 | 3.2% | |
| 서 | 15 | 3.0% | |
| 전 | 15 | 3.0% | |
| 북 | 13 | 2.6% | |
| 상 | 13 | 2.6% | |
| 충 | 12 | 2.4% | |
| 청 | 12 | 2.4% | |
| 산 | 12 | 2.4% | |
| 인 | 11 | 2.2% | |
| 천 | 11 | 2.2% | |
| 라 | 11 | 2.2% | |
| 부 | 10 | 2.0% | |
| 대 | 7 | 1.4% | |
| 주 | 5 | 1.0% | |
| 강 | 3 | 0.6% | |
| 원 | 3 | 0.6% | |
| Other values (4) | 6 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| Hangul | 504 | 100.0% |
Most frequent Hangul characters
| Value | Count | Frequency (%) | |
| 도 | 73 | 14.5% | |
| 시 | 49 | 9.7% | |
| 경 | 46 | 9.1% | |
| 광 | 38 | 7.5% | |
| 역 | 34 | 6.7% | |
| 기 | 33 | 6.5% | |
| 남 | 23 | 4.6% | |
| 울 | 17 | 3.4% | |
| 특 | 16 | 3.2% | |
| 별 | 16 | 3.2% | |
| 서 | 15 | 3.0% | |
| 전 | 15 | 3.0% | |
| 북 | 13 | 2.6% | |
| 상 | 13 | 2.6% | |
| 충 | 12 | 2.4% | |
| 청 | 12 | 2.4% | |
| 산 | 12 | 2.4% | |
| 인 | 11 | 2.2% | |
| 천 | 11 | 2.2% | |
| 라 | 11 | 2.2% | |
| 부 | 10 | 2.0% | |
| 대 | 7 | 1.4% | |
| 주 | 5 | 1.0% | |
| 강 | 3 | 0.6% | |
| 원 | 3 | 0.6% | |
| Other values (4) | 6 | 1.2% |
| Distinct count | 122 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 송도점 | 1 |
|---|---|
| 수원점 | 1 |
| 판교점 | 1 |
| 성정점 | 1 |
| 울산점 | 1 |
| Other values (117) |
| Value | Count | Frequency (%) | |
| 송도점 | 1 | 0.8% | |
| 수원점 | 1 | 0.8% | |
| 판교점 | 1 | 0.8% | |
| 성정점 | 1 | 0.8% | |
| 울산점 | 1 | 0.8% | |
| 선부점 | 1 | 0.8% | |
| 오산점 | 1 | 0.8% | |
| 해운대점(폐점) | 1 | 0.8% | |
| 동대전점(폐점) | 1 | 0.8% | |
| 진해점 | 1 | 0.8% | |
| 의왕점 | 1 | 0.8% | |
| 화명점 | 1 | 0.8% | |
| 노은점 | 1 | 0.8% | |
| 충주점 | 1 | 0.8% | |
| 제주점 | 1 | 0.8% | |
| 서산점 | 1 | 0.8% | |
| 사하점 | 1 | 0.8% | |
| 김포공항점(롯데몰) | 1 | 0.8% | |
| 구미점 | 1 | 0.8% | |
| 관악점(폐점) | 1 | 0.8% | |
| 이천점 | 1 | 0.8% | |
| 부산점 | 1 | 0.8% | |
| 정읍점 | 1 | 0.8% | |
| 장암점 | 1 | 0.8% | |
| 양주점(폐점) | 1 | 0.8% | |
| Other values (97) | 97 | 79.5% |
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 4.008196721 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 점 | 131 | 26.8% | |
| ( | 17 | 3.5% | |
| ) | 17 | 3.5% | |
| 천 | 13 | 2.7% | |
| 산 | 12 | 2.5% | |
| 주 | 10 | 2.0% | |
| 구 | 9 | 1.8% | |
| 정 | 9 | 1.8% | |
| 폐 | 9 | 1.8% | |
| 조 | 8 | 1.6% | |
| 서 | 7 | 1.4% | |
| 양 | 7 | 1.4% | |
| 평 | 6 | 1.2% | |
| 부 | 6 | 1.2% | |
| 대 | 6 | 1.2% | |
| 수 | 5 | 1.0% | |
| 시 | 5 | 1.0% | |
| 상 | 5 | 1.0% | |
| 동 | 5 | 1.0% | |
| 청 | 4 | 0.8% | |
| 김 | 4 | 0.8% | |
| 원 | 4 | 0.8% | |
| 안 | 4 | 0.8% | |
| 성 | 4 | 0.8% | |
| 진 | 4 | 0.8% | |
| Other values (116) | 178 | 36.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Other Letter | 454 | 92.8% | |
| Open Punctuation | 17 | 3.5% | |
| Close Punctuation | 17 | 3.5% | |
| Space Separator | 1 | 0.2% |
Most frequent Other Letter characters
| Value | Count | Frequency (%) | |
| 점 | 131 | 28.9% | |
| 천 | 13 | 2.9% | |
| 산 | 12 | 2.6% | |
| 주 | 10 | 2.2% | |
| 구 | 9 | 2.0% | |
| 정 | 9 | 2.0% | |
| 폐 | 9 | 2.0% | |
| 조 | 8 | 1.8% | |
| 서 | 7 | 1.5% | |
| 양 | 7 | 1.5% | |
| 평 | 6 | 1.3% | |
| 부 | 6 | 1.3% | |
| 대 | 6 | 1.3% | |
| 수 | 5 | 1.1% | |
| 시 | 5 | 1.1% | |
| 상 | 5 | 1.1% | |
| 동 | 5 | 1.1% | |
| 청 | 4 | 0.9% | |
| 김 | 4 | 0.9% | |
| 원 | 4 | 0.9% | |
| 안 | 4 | 0.9% | |
| 성 | 4 | 0.9% | |
| 진 | 4 | 0.9% | |
| 송 | 3 | 0.7% | |
| 포 | 3 | 0.7% | |
| Other values (113) | 171 | 37.7% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 17 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 17 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Hangul | 454 | 92.8% | |
| Common | 35 | 7.2% |
Most frequent Hangul characters
| Value | Count | Frequency (%) | |
| 점 | 131 | 28.9% | |
| 천 | 13 | 2.9% | |
| 산 | 12 | 2.6% | |
| 주 | 10 | 2.2% | |
| 구 | 9 | 2.0% | |
| 정 | 9 | 2.0% | |
| 폐 | 9 | 2.0% | |
| 조 | 8 | 1.8% | |
| 서 | 7 | 1.5% | |
| 양 | 7 | 1.5% | |
| 평 | 6 | 1.3% | |
| 부 | 6 | 1.3% | |
| 대 | 6 | 1.3% | |
| 수 | 5 | 1.1% | |
| 시 | 5 | 1.1% | |
| 상 | 5 | 1.1% | |
| 동 | 5 | 1.1% | |
| 청 | 4 | 0.9% | |
| 김 | 4 | 0.9% | |
| 원 | 4 | 0.9% | |
| 안 | 4 | 0.9% | |
| 성 | 4 | 0.9% | |
| 진 | 4 | 0.9% | |
| 송 | 3 | 0.7% | |
| 포 | 3 | 0.7% | |
| Other values (113) | 171 | 37.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ( | 17 | 48.6% | |
| ) | 17 | 48.6% | |
| 1 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| Hangul | 454 | 92.8% | |
| ASCII | 35 | 7.2% |
Most frequent Hangul characters
| Value | Count | Frequency (%) | |
| 점 | 131 | 28.9% | |
| 천 | 13 | 2.9% | |
| 산 | 12 | 2.6% | |
| 주 | 10 | 2.2% | |
| 구 | 9 | 2.0% | |
| 정 | 9 | 2.0% | |
| 폐 | 9 | 2.0% | |
| 조 | 8 | 1.8% | |
| 서 | 7 | 1.5% | |
| 양 | 7 | 1.5% | |
| 평 | 6 | 1.3% | |
| 부 | 6 | 1.3% | |
| 대 | 6 | 1.3% | |
| 수 | 5 | 1.1% | |
| 시 | 5 | 1.1% | |
| 상 | 5 | 1.1% | |
| 동 | 5 | 1.1% | |
| 청 | 4 | 0.9% | |
| 김 | 4 | 0.9% | |
| 원 | 4 | 0.9% | |
| 안 | 4 | 0.9% | |
| 성 | 4 | 0.9% | |
| 진 | 4 | 0.9% | |
| 송 | 3 | 0.7% | |
| 포 | 3 | 0.7% | |
| Other values (113) | 171 | 37.7% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| ( | 17 | 48.6% | |
| ) | 17 | 48.6% | |
| 1 | 2.9% |
3km내 자사
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 0 | |
|---|---|
| 1 | 12 |
| 2 | 6 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 102 | 83.6% | |
| 1 | 12 | 9.8% | |
| 2 | 6 | 4.9% | |
| 3 | 2 | 1.6% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 102 | 83.6% | |
| 1 | 12 | 9.8% | |
| 2 | 6 | 4.9% | |
| 3 | 2 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 122 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 102 | 83.6% | |
| 1 | 12 | 9.8% | |
| 2 | 6 | 4.9% | |
| 3 | 2 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 122 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 102 | 83.6% | |
| 1 | 12 | 9.8% | |
| 2 | 6 | 4.9% | |
| 3 | 2 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 122 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 102 | 83.6% | |
| 1 | 12 | 9.8% | |
| 2 | 6 | 4.9% | |
| 3 | 2 | 1.6% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2459016393442623 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 35 |
| Zeros (%) | 28.7% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.152155547 |
|---|---|
| Coefficient of variation (CV) | 0.9247564255 |
| Kurtosis | 0.9389886902 |
| Mean | 1.245901639 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.02013319 |
| Sum | 152 |
| Variance | 1.327462403 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 46 | 37.7% | |
| 0 | 35 | 28.7% | |
| 2 | 25 | 20.5% | |
| 3 | 10 | 8.2% | |
| 4 | 4 | 3.3% | |
| 5 | 2 | 1.6% |
| Value | Count | Frequency (%) | |
| 0 | 35 | 28.7% | |
| 1 | 46 | 37.7% | |
| 2 | 25 | 20.5% | |
| 3 | 10 | 8.2% | |
| 4 | 4 | 3.3% | |
| 5 | 2 | 1.6% |
| Value | Count | Frequency (%) | |
| 5 | 2 | 1.6% | |
| 4 | 4 | 3.3% | |
| 3 | 10 | 8.2% | |
| 2 | 25 | 20.5% | |
| 1 | 46 | 37.7% | |
| 0 | 35 | 28.7% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4918032786885247 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 32 |
| Zeros (%) | 26.2% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4.95 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.392102291 |
|---|---|
| Coefficient of variation (CV) | 0.9331674695 |
| Kurtosis | 0.8666615557 |
| Mean | 1.491803279 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.082318043 |
| Sum | 182 |
| Variance | 1.937948787 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 40 | 32.8% | |
| 0 | 32 | 26.2% | |
| 2 | 27 | 22.1% | |
| 3 | 12 | 9.8% | |
| 5 | 6 | 4.9% | |
| 4 | 4 | 3.3% | |
| 6 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 0 | 32 | 26.2% | |
| 1 | 40 | 32.8% | |
| 2 | 27 | 22.1% | |
| 3 | 12 | 9.8% | |
| 4 | 4 | 3.3% | |
| 5 | 6 | 4.9% | |
| 6 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.8% | |
| 5 | 6 | 4.9% | |
| 4 | 4 | 3.3% | |
| 3 | 12 | 9.8% | |
| 2 | 27 | 22.1% | |
| 1 | 40 | 32.8% | |
| 0 | 32 | 26.2% |
주차공간
Real number (ℝ≥0)
| Distinct count | 109 |
|---|---|
| Unique (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 911.311475409836 |
|---|---|
| Minimum | 126 |
| Maximum | 5000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 126 |
|---|---|
| 5-th percentile | 280.4 |
| Q1 | 474.75 |
| median | 655 |
| Q3 | 937.25 |
| 95-th percentile | 2399.25 |
| Maximum | 5000 |
| Range | 4874 |
| Interquartile range (IQR) | 462.5 |
Descriptive statistics
| Standard deviation | 809.3683496 |
|---|---|
| Coefficient of variation (CV) | 0.8881358037 |
| Kurtosis | 8.220309706 |
| Mean | 911.3114754 |
| Median Absolute Deviation (MAD) | 193 |
| Skewness | 2.682779783 |
| Sum | 111180 |
| Variance | 655077.1253 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 655 | 6 | 4.9% | |
| 599 | 2 | 1.6% | |
| 372 | 2 | 1.6% | |
| 833 | 2 | 1.6% | |
| 611 | 2 | 1.6% | |
| 558 | 2 | 1.6% | |
| 382 | 2 | 1.6% | |
| 473 | 2 | 1.6% | |
| 539 | 2 | 1.6% | |
| 592 | 1 | 0.8% | |
| 593 | 1 | 0.8% | |
| 578 | 1 | 0.8% | |
| 800 | 1 | 0.8% | |
| 585 | 1 | 0.8% | |
| 839 | 1 | 0.8% | |
| 320 | 1 | 0.8% | |
| 339 | 1 | 0.8% | |
| 760 | 1 | 0.8% | |
| 596 | 1 | 0.8% | |
| 573 | 1 | 0.8% | |
| 2114 | 1 | 0.8% | |
| 860 | 1 | 0.8% | |
| 3903 | 1 | 0.8% | |
| 607 | 1 | 0.8% | |
| 614 | 1 | 0.8% | |
| Other values (84) | 84 | 68.9% |
| Value | Count | Frequency (%) | |
| 126 | 1 | 0.8% | |
| 132 | 1 | 0.8% | |
| 181 | 1 | 0.8% | |
| 215 | 1 | 0.8% | |
| 237 | 1 | 0.8% | |
| 271 | 1 | 0.8% | |
| 280 | 1 | 0.8% | |
| 288 | 1 | 0.8% | |
| 314 | 1 | 0.8% | |
| 319 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 5000 | 1 | 0.8% | |
| 3903 | 1 | 0.8% | |
| 3728 | 1 | 0.8% | |
| 3608 | 1 | 0.8% | |
| 3559 | 1 | 0.8% | |
| 2793 | 1 | 0.8% | |
| 2409 | 1 | 0.8% | |
| 2214 | 1 | 0.8% | |
| 2179 | 1 | 0.8% | |
| 2114 | 1 | 0.8% |
| Distinct count | 91 |
|---|---|
| Unique (%) | 74.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.0 |
|---|---|
| Minimum | 0 |
| Maximum | 479 |
| Zeros | 2 |
| Zeros (%) | 1.6% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.05 |
| Q1 | 31 |
| median | 67.5 |
| Q3 | 121.5 |
| 95-th percentile | 278.7 |
| Maximum | 479 |
| Range | 479 |
| Interquartile range (IQR) | 90.5 |
Descriptive statistics
| Standard deviation | 84.18093461 |
|---|---|
| Coefficient of variation (CV) | 0.9353437179 |
| Kurtosis | 4.695310892 |
| Mean | 90 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | 1.914471637 |
| Sum | 10980 |
| Variance | 7086.429752 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 7 | 4 | 3.3% | |
| 2 | 3 | 2.5% | |
| 51 | 3 | 2.5% | |
| 67 | 3 | 2.5% | |
| 10 | 3 | 2.5% | |
| 0 | 2 | 1.6% | |
| 72 | 2 | 1.6% | |
| 64 | 2 | 1.6% | |
| 79 | 2 | 1.6% | |
| 26 | 2 | 1.6% | |
| 47 | 2 | 1.6% | |
| 21 | 2 | 1.6% | |
| 86 | 2 | 1.6% | |
| 148 | 2 | 1.6% | |
| 88 | 2 | 1.6% | |
| 30 | 2 | 1.6% | |
| 135 | 2 | 1.6% | |
| 53 | 2 | 1.6% | |
| 58 | 2 | 1.6% | |
| 99 | 2 | 1.6% | |
| 101 | 2 | 1.6% | |
| 41 | 2 | 1.6% | |
| 6 | 2 | 1.6% | |
| 54 | 2 | 1.6% | |
| 44 | 2 | 1.6% | |
| Other values (66) | 66 | 54.1% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 1.6% | |
| 2 | 3 | 2.5% | |
| 6 | 2 | 1.6% | |
| 7 | 4 | 3.3% | |
| 8 | 1 | 0.8% | |
| 10 | 3 | 2.5% | |
| 13 | 1 | 0.8% | |
| 14 | 1 | 0.8% | |
| 16 | 1 | 0.8% | |
| 18 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 479 | 1 | 0.8% | |
| 362 | 1 | 0.8% | |
| 343 | 1 | 0.8% | |
| 339 | 1 | 0.8% | |
| 326 | 1 | 0.8% | |
| 291 | 1 | 0.8% | |
| 281 | 1 | 0.8% | |
| 235 | 1 | 0.8% | |
| 203 | 1 | 0.8% | |
| 200 | 1 | 0.8% |
| Distinct count | 105 |
|---|---|
| Unique (%) | 86.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 173.48360655737704 |
|---|---|
| Minimum | 0 |
| Maximum | 841 |
| Zeros | 4 |
| Zeros (%) | 3.3% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.05 |
| Q1 | 57.25 |
| median | 145 |
| Q3 | 249.75 |
| 95-th percentile | 441.7 |
| Maximum | 841 |
| Range | 841 |
| Interquartile range (IQR) | 192.5 |
Descriptive statistics
| Standard deviation | 151.3689179 |
|---|---|
| Coefficient of variation (CV) | 0.8725257731 |
| Kurtosis | 2.676505253 |
| Mean | 173.4836066 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | 1.413170133 |
| Sum | 21165 |
| Variance | 22912.54932 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 4 | 3.3% | |
| 154 | 3 | 2.5% | |
| 32 | 3 | 2.5% | |
| 57 | 3 | 2.5% | |
| 24 | 2 | 1.6% | |
| 19 | 2 | 1.6% | |
| 78 | 2 | 1.6% | |
| 80 | 2 | 1.6% | |
| 26 | 2 | 1.6% | |
| 67 | 2 | 1.6% | |
| 371 | 2 | 1.6% | |
| 321 | 2 | 1.6% | |
| 328 | 1 | 0.8% | |
| 65 | 1 | 0.8% | |
| 841 | 1 | 0.8% | |
| 64 | 1 | 0.8% | |
| 75 | 1 | 0.8% | |
| 68 | 1 | 0.8% | |
| 84 | 1 | 0.8% | |
| 338 | 1 | 0.8% | |
| 86 | 1 | 0.8% | |
| 88 | 1 | 0.8% | |
| 89 | 1 | 0.8% | |
| 94 | 1 | 0.8% | |
| 354 | 1 | 0.8% | |
| Other values (80) | 80 | 65.6% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 3.3% | |
| 1 | 1 | 0.8% | |
| 3 | 1 | 0.8% | |
| 7 | 1 | 0.8% | |
| 8 | 1 | 0.8% | |
| 16 | 1 | 0.8% | |
| 18 | 1 | 0.8% | |
| 19 | 2 | 1.6% | |
| 24 | 2 | 1.6% | |
| 26 | 2 | 1.6% |
| Value | Count | Frequency (%) | |
| 841 | 1 | 0.8% | |
| 621 | 1 | 0.8% | |
| 564 | 1 | 0.8% | |
| 556 | 1 | 0.8% | |
| 481 | 1 | 0.8% | |
| 464 | 1 | 0.8% | |
| 443 | 1 | 0.8% | |
| 417 | 1 | 0.8% | |
| 416 | 1 | 0.8% | |
| 410 | 1 | 0.8% |
| Distinct count | 93 |
|---|---|
| Unique (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120968.18852459016 |
|---|---|
| Minimum | 24576 |
| Maximum | 234199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 24576 |
|---|---|
| 5-th percentile | 40606.45 |
| Q1 | 82058.25 |
| median | 118093.5 |
| Q3 | 160389 |
| 95-th percentile | 204574 |
| Maximum | 234199 |
| Range | 209623 |
| Interquartile range (IQR) | 78330.75 |
Descriptive statistics
| Standard deviation | 50806.87466 |
|---|---|
| Coefficient of variation (CV) | 0.4200019466 |
| Kurtosis | -0.7455023258 |
| Mean | 120968.1885 |
| Median Absolute Deviation (MAD) | 36803 |
| Skewness | 0.1607005321 |
| Sum | 14758119 |
| Variance | 2581338513 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 204574 | 3 | 2.5% | |
| 160389 | 3 | 2.5% | |
| 85351 | 3 | 2.5% | |
| 194982 | 3 | 2.5% | |
| 188872 | 3 | 2.5% | |
| 111335 | 2 | 1.6% | |
| 110031 | 2 | 1.6% | |
| 129360 | 2 | 1.6% | |
| 118698 | 2 | 1.6% | |
| 174426 | 2 | 1.6% | |
| 163163 | 2 | 1.6% | |
| 169658 | 2 | 1.6% | |
| 107460 | 2 | 1.6% | |
| 205919 | 2 | 1.6% | |
| 150800 | 2 | 1.6% | |
| 169699 | 2 | 1.6% | |
| 126443 | 2 | 1.6% | |
| 139451 | 2 | 1.6% | |
| 138353 | 2 | 1.6% | |
| 228883 | 2 | 1.6% | |
| 154117 | 2 | 1.6% | |
| 137741 | 2 | 1.6% | |
| 164623 | 2 | 1.6% | |
| 54930 | 2 | 1.6% | |
| 116022 | 1 | 0.8% | |
| Other values (68) | 68 | 55.7% |
| Value | Count | Frequency (%) | |
| 24576 | 1 | 0.8% | |
| 27905 | 1 | 0.8% | |
| 31278 | 1 | 0.8% | |
| 31700 | 1 | 0.8% | |
| 38975 | 1 | 0.8% | |
| 39526 | 1 | 0.8% | |
| 40463 | 1 | 0.8% | |
| 43332 | 1 | 0.8% | |
| 46934 | 1 | 0.8% | |
| 47205 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 234199 | 1 | 0.8% | |
| 228883 | 2 | 1.6% | |
| 222309 | 1 | 0.8% | |
| 205919 | 2 | 1.6% | |
| 204574 | 3 | 2.5% | |
| 194982 | 3 | 2.5% | |
| 188872 | 3 | 2.5% | |
| 183982 | 1 | 0.8% | |
| 178041 | 1 | 0.8% | |
| 174426 | 2 | 1.6% |
| Distinct count | 83 |
|---|---|
| Unique (%) | 68.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 471057.65573770495 |
|---|---|
| Minimum | 41910 |
| Maximum | 1194465 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 41910 |
|---|---|
| 5-th percentile | 114774.5 |
| Q1 | 241365.5 |
| median | 386496.5 |
| Q3 | 650918 |
| 95-th percentile | 1066351 |
| Maximum | 1194465 |
| Range | 1152555 |
| Interquartile range (IQR) | 409552.5 |
Descriptive statistics
| Standard deviation | 304572.9477 |
|---|---|
| Coefficient of variation (CV) | 0.6465725457 |
| Kurtosis | 0.01217541353 |
| Mean | 471057.6557 |
| Median Absolute Deviation (MAD) | 159921.5 |
| Skewness | 0.9561408324 |
| Sum | 57469034 |
| Variance | 9.276468045e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1044740 | 5 | 4.1% | |
| 1194465 | 5 | 4.1% | |
| 650918 | 4 | 3.3% | |
| 511577 | 3 | 2.5% | |
| 349373 | 3 | 2.5% | |
| 675961 | 3 | 2.5% | |
| 473682 | 3 | 2.5% | |
| 1066351 | 3 | 2.5% | |
| 839566 | 3 | 2.5% | |
| 282786 | 2 | 1.6% | |
| 542455 | 2 | 1.6% | |
| 451868 | 2 | 1.6% | |
| 366550 | 2 | 1.6% | |
| 281291 | 2 | 1.6% | |
| 652258 | 2 | 1.6% | |
| 544556 | 2 | 1.6% | |
| 405315 | 2 | 1.6% | |
| 135135 | 2 | 1.6% | |
| 406102 | 2 | 1.6% | |
| 314395 | 2 | 1.6% | |
| 300975 | 2 | 1.6% | |
| 942724 | 2 | 1.6% | |
| 701830 | 2 | 1.6% | |
| 654394 | 2 | 1.6% | |
| 1059609 | 2 | 1.6% | |
| Other values (58) | 58 | 47.5% |
| Value | Count | Frequency (%) | |
| 41910 | 1 | 0.8% | |
| 81105 | 1 | 0.8% | |
| 81441 | 1 | 0.8% | |
| 94768 | 1 | 0.8% | |
| 100423 | 1 | 0.8% | |
| 110541 | 1 | 0.8% | |
| 114664 | 1 | 0.8% | |
| 116874 | 1 | 0.8% | |
| 126171 | 1 | 0.8% | |
| 131404 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 1194465 | 5 | 4.1% | |
| 1066351 | 3 | 2.5% | |
| 1059609 | 2 | 1.6% | |
| 1044740 | 5 | 4.1% | |
| 942724 | 2 | 1.6% | |
| 839566 | 3 | 2.5% | |
| 701830 | 2 | 1.6% | |
| 675961 | 3 | 2.5% | |
| 654394 | 2 | 1.6% | |
| 652258 | 2 | 1.6% |
| Distinct count | 93 |
|---|---|
| Unique (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 210234.26295081966 |
|---|---|
| Minimum | 24085.134 |
| Maximum | 447885.496 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 24085.134 |
|---|---|
| 5-th percentile | 74532.6727 |
| Q1 | 140663.3415 |
| median | 206590.445 |
| Q3 | 267766.659 |
| 95-th percentile | 352518.48 |
| Maximum | 447885.496 |
| Range | 423800.362 |
| Interquartile range (IQR) | 127103.3175 |
Descriptive statistics
| Standard deviation | 92151.43885 |
|---|---|
| Coefficient of variation (CV) | 0.4383274047 |
| Kurtosis | -0.2074442912 |
| Mean | 210234.263 |
| Median Absolute Deviation (MAD) | 63779.75 |
| Skewness | 0.3744634701 |
| Sum | 25648580.08 |
| Variance | 8491887683 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 421399.803 | 3 | 2.5% | |
| 303919.312 | 3 | 2.5% | |
| 326557.008 | 3 | 2.5% | |
| 223574.352 | 3 | 2.5% | |
| 184107.9 | 2 | 1.6% | |
| 352518.48 | 2 | 1.6% | |
| 300086.148 | 2 | 1.6% | |
| 249920.104 | 2 | 1.6% | |
| 261581.1 | 2 | 1.6% | |
| 89770.68 | 2 | 1.6% | |
| 233372.843 | 2 | 1.6% | |
| 235015.558 | 2 | 1.6% | |
| 234337.812 | 2 | 1.6% | |
| 241189.488 | 2 | 1.6% | |
| 308778.288 | 2 | 1.6% | |
| 447885.496 | 2 | 1.6% | |
| 207082.26 | 2 | 1.6% | |
| 182935.35 | 2 | 1.6% | |
| 221411.82 | 2 | 1.6% | |
| 288380.606 | 2 | 1.6% | |
| 176296.194 | 2 | 1.6% | |
| 193253.978 | 2 | 1.6% | |
| 186187.5 | 2 | 1.6% | |
| 110400.57 | 2 | 1.6% | |
| 342135.36 | 2 | 1.6% | |
| Other values (68) | 68 | 55.7% |
| Value | Count | Frequency (%) | |
| 24085.134 | 1 | 0.8% | |
| 50099.406 | 1 | 0.8% | |
| 53996.03 | 1 | 0.8% | |
| 59657.498 | 1 | 0.8% | |
| 66008.58 | 1 | 0.8% | |
| 67761.228 | 1 | 0.8% | |
| 74467.104 | 1 | 0.8% | |
| 75778.478 | 1 | 0.8% | |
| 79077.24 | 1 | 0.8% | |
| 81898.11 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 447885.496 | 2 | 1.6% | |
| 421399.803 | 3 | 2.5% | |
| 368395.731 | 1 | 0.8% | |
| 352518.48 | 2 | 1.6% | |
| 342135.36 | 2 | 1.6% | |
| 335467.79 | 1 | 0.8% | |
| 332069.859 | 1 | 0.8% | |
| 331018.374 | 1 | 0.8% | |
| 326557.008 | 3 | 2.5% | |
| 313143.237 | 1 | 0.8% |
지방세부담액
Real number (ℝ≥0)
| Distinct count | 83 |
|---|---|
| Unique (%) | 68.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1238.0797540983608 |
|---|---|
| Minimum | 135.9 |
| Maximum | 10088.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 135.9 |
|---|---|
| 5-th percentile | 356.5365 |
| Q1 | 794.185 |
| median | 1115.67 |
| Q3 | 1497.79 |
| 95-th percentile | 2079.1895 |
| Maximum | 10088.84 |
| Range | 9952.94 |
| Interquartile range (IQR) | 703.605 |
Descriptive statistics
| Standard deviation | 988.4766183 |
|---|---|
| Coefficient of variation (CV) | 0.7983949459 |
| Kurtosis | 53.28351248 |
| Mean | 1238.079754 |
| Median Absolute Deviation (MAD) | 366.39 |
| Skewness | 6.118408281 |
| Sum | 151045.73 |
| Variance | 977086.025 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1240.17 | 5 | 4.1% | |
| 1259.9 | 5 | 4.1% | |
| 1174.53 | 4 | 3.3% | |
| 1184.05 | 3 | 2.5% | |
| 630.47 | 3 | 2.5% | |
| 1947.83 | 3 | 2.5% | |
| 149.36 | 3 | 2.5% | |
| 1951.87 | 3 | 2.5% | |
| 1198.7 | 3 | 2.5% | |
| 942.95 | 2 | 1.6% | |
| 2080.69 | 2 | 1.6% | |
| 396.8 | 2 | 1.6% | |
| 1515.42 | 2 | 1.6% | |
| 972.89 | 2 | 1.6% | |
| 1073.13 | 2 | 1.6% | |
| 1497.79 | 2 | 1.6% | |
| 1086.95 | 2 | 1.6% | |
| 368.63 | 2 | 1.6% | |
| 1049.53 | 2 | 1.6% | |
| 1734.47 | 2 | 1.6% | |
| 1797.96 | 2 | 1.6% | |
| 896.23 | 2 | 1.6% | |
| 1487.68 | 2 | 1.6% | |
| 929.55 | 2 | 1.6% | |
| 1013.27 | 2 | 1.6% | |
| Other values (58) | 58 | 47.5% |
| Value | Count | Frequency (%) | |
| 135.9 | 1 | 0.8% | |
| 149.36 | 3 | 2.5% | |
| 165.38 | 1 | 0.8% | |
| 298.02 | 1 | 0.8% | |
| 355.9 | 1 | 0.8% | |
| 368.63 | 2 | 1.6% | |
| 396.8 | 2 | 1.6% | |
| 418.12 | 1 | 0.8% | |
| 458.43 | 1 | 0.8% | |
| 503.01 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 10088.84 | 1 | 0.8% | |
| 3613.36 | 1 | 0.8% | |
| 2881.74 | 1 | 0.8% | |
| 2193.52 | 1 | 0.8% | |
| 2128.88 | 1 | 0.8% | |
| 2080.69 | 2 | 1.6% | |
| 2050.68 | 1 | 0.8% | |
| 2027.54 | 1 | 0.8% | |
| 2011.81 | 1 | 0.8% | |
| 1951.87 | 3 | 2.5% |
| Distinct count | 82 |
|---|---|
| Unique (%) | 67.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49574.024590163935 |
|---|---|
| Minimum | 8696 |
| Maximum | 129612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 8696 |
|---|---|
| 5-th percentile | 13840.95 |
| Q1 | 26658 |
| median | 41248 |
| Q3 | 63451 |
| 95-th percentile | 108280 |
| Maximum | 129612 |
| Range | 120916 |
| Interquartile range (IQR) | 36793 |
Descriptive statistics
| Standard deviation | 31091.83004 |
|---|---|
| Coefficient of variation (CV) | 0.6271798648 |
| Kurtosis | 0.2830779345 |
| Mean | 49574.02459 |
| Median Absolute Deviation (MAD) | 15589 |
| Skewness | 1.023841832 |
| Sum | 6048031 |
| Variance | 966701895.1 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 108280 | 5 | 4.1% | |
| 129612 | 5 | 4.1% | |
| 73604 | 4 | 3.3% | |
| 84595 | 3 | 2.5% | |
| 63451 | 3 | 2.5% | |
| 97837 | 3 | 2.5% | |
| 48607 | 3 | 2.5% | |
| 44402 | 3 | 2.5% | |
| 18364 | 3 | 2.5% | |
| 46502 | 3 | 2.5% | |
| 41248 | 2 | 1.6% | |
| 26658 | 2 | 1.6% | |
| 41024 | 2 | 1.6% | |
| 41573 | 2 | 1.6% | |
| 31159 | 2 | 1.6% | |
| 83657 | 2 | 1.6% | |
| 38197 | 2 | 1.6% | |
| 76562 | 2 | 1.6% | |
| 48697 | 2 | 1.6% | |
| 75360 | 2 | 1.6% | |
| 40018 | 2 | 1.6% | |
| 35823 | 2 | 1.6% | |
| 17162 | 2 | 1.6% | |
| 102895 | 2 | 1.6% | |
| 36528 | 2 | 1.6% | |
| Other values (57) | 57 | 46.7% |
| Value | Count | Frequency (%) | |
| 8696 | 1 | 0.8% | |
| 10167 | 1 | 0.8% | |
| 10825 | 1 | 0.8% | |
| 10869 | 1 | 0.8% | |
| 11054 | 1 | 0.8% | |
| 13496 | 1 | 0.8% | |
| 13828 | 1 | 0.8% | |
| 14087 | 1 | 0.8% | |
| 14964 | 1 | 0.8% | |
| 15642 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 129612 | 5 | 4.1% | |
| 112733 | 1 | 0.8% | |
| 108280 | 5 | 4.1% | |
| 102895 | 2 | 1.6% | |
| 97837 | 3 | 2.5% | |
| 84595 | 3 | 2.5% | |
| 83657 | 2 | 1.6% | |
| 76562 | 2 | 1.6% | |
| 75360 | 2 | 1.6% | |
| 73604 | 4 | 3.3% |
| Distinct count | 82 |
|---|---|
| Unique (%) | 67.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 413978.34426229505 |
|---|---|
| Minimum | 33046 |
| Maximum | 1062406 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 33046 |
|---|---|
| 5-th percentile | 98289.95 |
| Q1 | 206705 |
| median | 332319.5 |
| Q3 | 557286.75 |
| 95-th percentile | 995424.85 |
| Maximum | 1062406 |
| Range | 1029360 |
| Interquartile range (IQR) | 350581.75 |
Descriptive statistics
| Standard deviation | 275953.803 |
|---|---|
| Coefficient of variation (CV) | 0.666589948 |
| Kurtosis | 0.1242420085 |
| Mean | 413978.3443 |
| Median Absolute Deviation (MAD) | 139713 |
| Skewness | 1.028129434 |
| Sum | 50505358 |
| Variance | 7.615050137e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 932493 | 5 | 4.1% | |
| 1062406 | 5 | 4.1% | |
| 580443 | 4 | 3.3% | |
| 991584 | 3 | 2.5% | |
| 206705 | 3 | 2.5% | |
| 608638 | 3 | 2.5% | |
| 305030 | 3 | 2.5% | |
| 743703 | 3 | 2.5% | |
| 434966 | 3 | 2.5% | |
| 455339 | 3 | 2.5% | |
| 277233 | 2 | 1.6% | |
| 579045 | 2 | 1.6% | |
| 250091 | 2 | 1.6% | |
| 345548 | 2 | 1.6% | |
| 121373 | 2 | 1.6% | |
| 413611 | 2 | 1.6% | |
| 571535 | 2 | 1.6% | |
| 245616 | 2 | 1.6% | |
| 995627 | 2 | 1.6% | |
| 261653 | 2 | 1.6% | |
| 837624 | 2 | 1.6% | |
| 365463 | 2 | 1.6% | |
| 502986 | 2 | 1.6% | |
| 494375 | 2 | 1.6% | |
| 364441 | 2 | 1.6% | |
| Other values (57) | 57 | 46.7% |
| Value | Count | Frequency (%) | |
| 33046 | 1 | 0.8% | |
| 70242 | 1 | 0.8% | |
| 71398 | 1 | 0.8% | |
| 83228 | 1 | 0.8% | |
| 86517 | 1 | 0.8% | |
| 94682 | 1 | 0.8% | |
| 98009 | 1 | 0.8% | |
| 103628 | 1 | 0.8% | |
| 105317 | 1 | 0.8% | |
| 113836 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 1062406 | 5 | 4.1% | |
| 995627 | 2 | 1.6% | |
| 991584 | 3 | 2.5% | |
| 932493 | 5 | 4.1% | |
| 837624 | 2 | 1.6% | |
| 743703 | 3 | 2.5% | |
| 608638 | 3 | 2.5% | |
| 580443 | 4 | 3.3% | |
| 579045 | 2 | 1.6% | |
| 571535 | 2 | 1.6% |
| Distinct count | 93 |
|---|---|
| Unique (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 325254.1393442623 |
|---|---|
| Minimum | 41742 |
| Maximum | 672089 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 41742 |
|---|---|
| 5-th percentile | 114618.35 |
| Q1 | 224814 |
| median | 317436 |
| Q3 | 407036 |
| 95-th percentile | 543072 |
| Maximum | 672089 |
| Range | 630347 |
| Interquartile range (IQR) | 182222 |
Descriptive statistics
| Standard deviation | 137239.5746 |
|---|---|
| Coefficient of variation (CV) | 0.4219456664 |
| Kurtosis | -0.3571256598 |
| Mean | 325254.1393 |
| Median Absolute Deviation (MAD) | 92537 |
| Skewness | 0.2496895582 |
| Sum | 39681005 |
| Variance | 1.883470083e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 672089 | 3 | 2.5% | |
| 351532 | 3 | 2.5% | |
| 503946 | 3 | 2.5% | |
| 225069 | 3 | 2.5% | |
| 479368 | 3 | 2.5% | |
| 404459 | 2 | 1.6% | |
| 281439 | 2 | 1.6% | |
| 313761 | 2 | 1.6% | |
| 304817 | 2 | 1.6% | |
| 369618 | 2 | 1.6% | |
| 281250 | 2 | 1.6% | |
| 454859 | 2 | 1.6% | |
| 138535 | 2 | 1.6% | |
| 407036 | 2 | 1.6% | |
| 349230 | 2 | 1.6% | |
| 396335 | 2 | 1.6% | |
| 543072 | 2 | 1.6% | |
| 370687 | 2 | 1.6% | |
| 473322 | 2 | 1.6% | |
| 544010 | 2 | 1.6% | |
| 372206 | 2 | 1.6% | |
| 487032 | 2 | 1.6% | |
| 299850 | 2 | 1.6% | |
| 264709 | 2 | 1.6% | |
| 173278 | 1 | 0.8% | |
| Other values (68) | 68 | 55.7% |
| Value | Count | Frequency (%) | |
| 41742 | 1 | 0.8% | |
| 81067 | 1 | 0.8% | |
| 81565 | 1 | 0.8% | |
| 94097 | 1 | 0.8% | |
| 100013 | 1 | 0.8% | |
| 109646 | 1 | 0.8% | |
| 114469 | 1 | 0.8% | |
| 117456 | 1 | 0.8% | |
| 126120 | 1 | 0.8% | |
| 129997 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 672089 | 3 | 2.5% | |
| 587553 | 1 | 0.8% | |
| 544010 | 2 | 1.6% | |
| 543072 | 2 | 1.6% | |
| 529617 | 1 | 0.8% | |
| 522111 | 1 | 0.8% | |
| 503946 | 3 | 2.5% | |
| 499431 | 1 | 0.8% | |
| 489734 | 1 | 0.8% | |
| 487032 | 2 | 1.6% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.098360655737705 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 76 |
| Zeros (%) | 62.3% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6.9 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.379005404 |
|---|---|
| Coefficient of variation (CV) | 2.165960144 |
| Kurtosis | 10.7144378 |
| Mean | 1.098360656 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.202411643 |
| Sum | 134 |
| Variance | 5.659666712 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 76 | 62.3% | |
| 1 | 23 | 18.9% | |
| 2 | 9 | 7.4% | |
| 4 | 3 | 2.5% | |
| 3 | 3 | 2.5% | |
| 11 | 2 | 1.6% | |
| 7 | 2 | 1.6% | |
| 13 | 1 | 0.8% | |
| 10 | 1 | 0.8% | |
| 8 | 1 | 0.8% | |
| 5 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 0 | 76 | 62.3% | |
| 1 | 23 | 18.9% | |
| 2 | 9 | 7.4% | |
| 3 | 3 | 2.5% | |
| 4 | 3 | 2.5% | |
| 5 | 1 | 0.8% | |
| 7 | 2 | 1.6% | |
| 8 | 1 | 0.8% | |
| 10 | 1 | 0.8% | |
| 11 | 2 | 1.6% |
| Value | Count | Frequency (%) | |
| 13 | 1 | 0.8% | |
| 11 | 2 | 1.6% | |
| 10 | 1 | 0.8% | |
| 8 | 1 | 0.8% | |
| 7 | 2 | 1.6% | |
| 5 | 1 | 0.8% | |
| 4 | 3 | 2.5% | |
| 3 | 3 | 2.5% | |
| 2 | 9 | 7.4% | |
| 1 | 23 | 18.9% |
디지털 파크
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 0 | |
|---|---|
| 1 | 9 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 111 | 91.0% | |
| 1 | 9 | 7.4% | |
| 2 | 2 | 1.6% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 111 | 91.0% | |
| 1 | 9 | 7.4% | |
| 2 | 2 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 122 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 111 | 91.0% | |
| 1 | 9 | 7.4% | |
| 2 | 2 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 122 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 111 | 91.0% | |
| 1 | 9 | 7.4% | |
| 2 | 2 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 122 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 111 | 91.0% | |
| 1 | 9 | 7.4% | |
| 2 | 2 | 1.6% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0491803278688525 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 57 |
| Zeros (%) | 46.7% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3.95 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.22543606 |
|---|---|
| Coefficient of variation (CV) | 1.167993745 |
| Kurtosis | -0.1389405472 |
| Mean | 1.049180328 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.9459362652 |
| Sum | 128 |
| Variance | 1.501693537 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 57 | 46.7% | |
| 1 | 26 | 21.3% | |
| 2 | 22 | 18.0% | |
| 3 | 10 | 8.2% | |
| 4 | 7 | 5.7% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 46.7% | |
| 1 | 26 | 21.3% | |
| 2 | 22 | 18.0% | |
| 3 | 10 | 8.2% | |
| 4 | 7 | 5.7% |
| Value | Count | Frequency (%) | |
| 4 | 7 | 5.7% | |
| 3 | 10 | 8.2% | |
| 2 | 22 | 18.0% | |
| 1 | 26 | 21.3% | |
| 0 | 57 | 46.7% |
| Distinct count | 94 |
|---|---|
| Unique (%) | 77.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111476.55737704918 |
|---|---|
| Minimum | 13203 |
| Maximum | 243916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 13203 |
|---|---|
| 5-th percentile | 32127.45 |
| Q1 | 71743.5 |
| median | 110323 |
| Q3 | 144002 |
| 95-th percentile | 185176 |
| Maximum | 243916 |
| Range | 230713 |
| Interquartile range (IQR) | 72258.5 |
Descriptive statistics
| Standard deviation | 51782.34931 |
|---|---|
| Coefficient of variation (CV) | 0.4645133518 |
| Kurtosis | -0.1258010102 |
| Mean | 111476.5574 |
| Median Absolute Deviation (MAD) | 36034.5 |
| Skewness | 0.3855088303 |
| Sum | 13600140 |
| Variance | 2681411700 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 120150 | 3 | 2.5% | |
| 159227 | 3 | 2.5% | |
| 243916 | 3 | 2.5% | |
| 173935 | 3 | 2.5% | |
| 105066 | 2 | 1.6% | |
| 129392 | 2 | 1.6% | |
| 185176 | 2 | 1.6% | |
| 130001 | 2 | 1.6% | |
| 170571 | 2 | 1.6% | |
| 179276 | 2 | 1.6% | |
| 43998 | 2 | 1.6% | |
| 94029 | 2 | 1.6% | |
| 137288 | 2 | 1.6% | |
| 120296 | 2 | 1.6% | |
| 134182 | 2 | 1.6% | |
| 154705 | 2 | 1.6% | |
| 133784 | 2 | 1.6% | |
| 83951 | 2 | 1.6% | |
| 89725 | 2 | 1.6% | |
| 128240 | 2 | 1.6% | |
| 102253 | 2 | 1.6% | |
| 90499 | 2 | 1.6% | |
| 231433 | 2 | 1.6% | |
| 161013 | 2 | 1.6% | |
| 103598 | 1 | 0.8% | |
| Other values (69) | 69 | 56.6% |
| Value | Count | Frequency (%) | |
| 13203 | 1 | 0.8% | |
| 21932 | 1 | 0.8% | |
| 22768 | 1 | 0.8% | |
| 28083 | 1 | 0.8% | |
| 28578 | 1 | 0.8% | |
| 29390 | 1 | 0.8% | |
| 32006 | 1 | 0.8% | |
| 34435 | 1 | 0.8% | |
| 39073 | 1 | 0.8% | |
| 40197 | 1 | 0.8% |
| Value | Count | Frequency (%) | |
| 243916 | 3 | 2.5% | |
| 231433 | 2 | 1.6% | |
| 211403 | 1 | 0.8% | |
| 185176 | 2 | 1.6% | |
| 181298 | 1 | 0.8% | |
| 180232 | 1 | 0.8% | |
| 179276 | 2 | 1.6% | |
| 173935 | 3 | 2.5% | |
| 170571 | 2 | 1.6% | |
| 167996 | 1 | 0.8% |
마트형태
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 0 | |
|---|---|
| 1 | 13 |
| Value | Count | Frequency (%) | |
| 0 | 109 | 89.3% | |
| 1 | 13 | 10.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| 시 | 지점명 | 3km내 자사 | 3km내 경쟁 | 3km내 모든 | 주차공간 | 카페(1년) | 블로그(1년) | 자동차등록대수 | 주민등록인구 | 경제활동인구 | 지방세부담액 | 1인가구구성원수 | 다인가구구성원수 | 총인구수 | 1km내 전통시장수 | 디지털 파크 | 백화점 | 20~64세(여) | 마트형태 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 서울특별시 | 서울역점 | 0 | 2 | 2 | 822 | 479 | 564 | 40463 | 126171 | 79077.240 | 10088.84 | 20803 | 105317 | 126120 | 5 | 1 | 3 | 44002 | 0 |
| 1 | 서울특별시 | 삼양점 | 0 | 2 | 2 | 237 | 65 | 167 | 63574 | 313954 | 195793.290 | 544.00 | 40872 | 271398 | 312270 | 7 | 1 | 2 | 104897 | 0 |
| 2 | 서울특별시 | 중계점 | 0 | 3 | 3 | 700 | 362 | 841 | 131579 | 532905 | 332069.859 | 514.70 | 51280 | 478337 | 529617 | 0 | 0 | 1 | 181298 | 0 |
| 3 | 서울특별시 | 청량리점 | 0 | 5 | 5 | 1592 | 111 | 249 | 82033 | 346194 | 216826.005 | 980.77 | 55593 | 290222 | 345815 | 10 | 0 | 1 | 117725 | 0 |
| 4 | 서울특별시 | 강변점 | 2 | 3 | 5 | 2089 | 35 | 72 | 82134 | 351350 | 219324.600 | 997.41 | 56337 | 293463 | 349800 | 1 | 0 | 2 | 130053 | 0 |
| 5 | 서울특별시 | 은평점 | 0 | 0 | 0 | 1514 | 135 | 185 | 111485 | 480032 | 299724.183 | 737.92 | 48888 | 429141 | 478029 | 0 | 0 | 1 | 167996 | 0 |
| 6 | 서울특별시 | 송파점 | 2 | 2 | 4 | 806 | 143 | 247 | 204574 | 675961 | 421399.803 | 1951.87 | 63451 | 608638 | 672089 | 0 | 0 | 3 | 243916 | 0 |
| 7 | 서울특별시 | 월드타워점 | 3 | 2 | 5 | 3728 | 21 | 89 | 204574 | 675961 | 421399.803 | 1951.87 | 63451 | 608638 | 672089 | 0 | 1 | 2 | 243916 | 0 |
| 8 | 서울특별시 | 잠실점 | 3 | 2 | 5 | 3559 | 149 | 621 | 204574 | 675961 | 421399.803 | 1951.87 | 63451 | 608638 | 672089 | 0 | 1 | 2 | 243916 | 0 |
| 9 | 서울특별시 | 구로점 | 0 | 4 | 4 | 831 | 107 | 321 | 116022 | 406664 | 253953.810 | 1046.49 | 44151 | 360879 | 405030 | 0 | 0 | 3 | 139163 | 0 |
Last rows
| 시 | 지점명 | 3km내 자사 | 3km내 경쟁 | 3km내 모든 | 주차공간 | 카페(1년) | 블로그(1년) | 자동차등록대수 | 주민등록인구 | 경제활동인구 | 지방세부담액 | 1인가구구성원수 | 다인가구구성원수 | 총인구수 | 1km내 전통시장수 | 디지털 파크 | 백화점 | 20~64세(여) | 마트형태 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 대구광역시 | 서대구점(폐점) | 1 | 2 | 3 | 376 | 2 | 0 | 57706 | 175277 | 101540.908 | 548.31 | 24084 | 149194 | 173278 | 11 | 0 | 4 | 54957 | 1 |
| 113 | 서울특별시 | 관악점(폐점) | 0 | 1 | 1 | 760 | 0 | 0 | 103474 | 500094 | 313143.237 | 685.71 | 112733 | 386698 | 499431 | 4 | 0 | 3 | 180232 | 1 |
| 114 | 경기도 | 와스타디움점(폐점) | 2 | 3 | 5 | 1170 | 2 | 0 | 129360 | 650918 | 193253.978 | 1174.53 | 73604 | 580443 | 304817 | 0 | 0 | 2 | 105066 | 1 |
| 115 | 인천광역시 | 항동점(폐점) | 0 | 2 | 2 | 676 | 173 | 1 | 54930 | 135135 | 89770.680 | 1086.95 | 17162 | 121373 | 138535 | 0 | 0 | 0 | 43998 | 1 |
| 116 | 부산광역시 | 반여점(폐점) | 0 | 1 | 1 | 583 | 2 | 3 | 150800 | 406102 | 233372.843 | 1049.53 | 40018 | 364441 | 404459 | 0 | 0 | 0 | 137288 | 1 |
| 117 | 대전광역시 | 동대전점(폐점) | 0 | 2 | 2 | 320 | 7 | 8 | 74891 | 226771 | 142927.644 | 458.43 | 37120 | 187609 | 224729 | 11 | 0 | 1 | 70159 | 1 |
| 118 | 경기도 | 양주점(폐점) | 0 | 1 | 1 | 419 | 85 | 57 | 85351 | 222314 | 142693.746 | 1531.24 | 18364 | 206705 | 225069 | 0 | 0 | 0 | 71252 | 1 |
| 119 | 충청남도 | 천안아산점(폐점) | 1 | 2 | 3 | 800 | 281 | 57 | 139451 | 314395 | 207082.260 | 2080.69 | 36528 | 277233 | 313761 | 0 | 0 | 1 | 94029 | 1 |
| 120 | 경기도 | 의정부점(구조조정) | 0 | 2 | 2 | 558 | 151 | 24 | 138353 | 451868 | 288380.606 | 929.55 | 41248 | 413611 | 454859 | 0 | 0 | 0 | 154705 | 1 |
| 121 | 충청남도 | 천안점(구조조정) | 0 | 2 | 2 | 473 | 88 | 75 | 169699 | 652258 | 261581.100 | 1515.42 | 83657 | 571535 | 396335 | 0 | 0 | 1 | 134182 | 1 |